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+# Gitcoin Grants Analysis G1-G12
+
+This is a submission for the Gitcoin Bounty [here](https://gitcoin.co/issue/gitcoinco/skunkworks/252/100027341). I only
+dabble in the data science world, and this was my first real shot at putting together a comprehensive analysis. It's
+definitely not that mind-blowing or complex, but I enjoyed putting it together. It revealed to me that I have a lot of
+learning to do in different statistical analysis tools and approaches, but that this can be rewarding work.
+
+## Lessons for Next Time
+
+* Use [Plotly](https://plotly.com/) which has a lot more features and slick interface. I discovered it late in this process, and turns out it's not easy to just drop in as a replacement for the `pandas` default plotting setup.
+* Refresh and improve my statistics knowledge.
+* Improve my `pandas` skills. They definitely got better through this process, but there are certain parts that I did quite naively that I'm sure could have been accomplished with better syntax and performance.